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9046balaji/README.md

About Me

AI & Machine Learning Engineer focused on building practical, production-ready systems across machine learning, generative AI, and backend automation.

I work on:

  • RAG and AI assistant workflows
  • Computer vision and deep learning pipelines
  • FastAPI-based backend services
  • Dockerized, cloud-ready deployments
  • Workflow automation with Celery and Redis

I care about turning strong models into reliable products that are maintainable, observable, and easy to scale.


Highlights

~60%
Medical Query Response Time Reduction
95%+
Chatbot Answer Accuracy
~75%
Manual Document Handling Reduction
100%
Double-Booking Eliminated
92%+
Heart Prediction ROC-AUC

These figures reflect project outcomes and evaluation results from deployed or prototype systems.


Selected Projects

Heart

A machine learning project for heart disease prediction and risk analysis.
Focus: model evaluation, prediction performance, and healthcare-oriented ML use cases.

Pdf-Tools

A document processing toolkit for automating PDF-related workflows.
Focus: extraction, document handling, and workflow efficiency.


Core Skills

Programming

Python SQL C JavaScript TypeScript Bash

AI / ML

TensorFlow PyTorch Keras scikit-learn OpenCV Hugging Face

Backend / MLOps

FastAPI Celery Redis Docker GitHub Actions AWS

Databases

PostgreSQL MySQL MongoDB Neo4j


What I Bring

  • Production-oriented ML engineering
  • RAG and AI system design
  • Reliable API development
  • Cloud and container-based deployment
  • Automation and orchestration
  • Clear technical communication and documentation

Collaboration

I’m open to opportunities involving:

  • AI / ML engineering
  • MLOps and deployment
  • Backend development for AI products
  • Automation and data workflow systems
  • Applied computer vision and NLP

GitHub Stats


Contribution Snake

Collaboration / Delivery

Technical Strategy Architecture Design System Observability ML Pipeline Automation Cross-Functional Collaboration Documentation

Pinned Loading

  1. Heart Heart Public

    Heart — An AI‑powered healthcare assistant built with FastAPI, LangGraph, and RAG pipelines. Provides cardiac risk prediction, medical Q&A, and agentic AI workflows using vector search and local LLMs.

    Python 1

  2. Bash-Scripting Bash-Scripting Public

    Collection of Bash scripting exercises and utilities covering automation, file handling, process management, and DevOps workflows. Designed for learning, practice, and real‑world shell scripting ap…

    Shell

  3. CodeAlpha_DockerWebServer CodeAlpha_DockerWebServer Public

    “Dockerized portfolio web server powered by Nginx (Alpine) and orchestrated with Docker Compose. Implements Task 4 of the CodeAlpha DevOps Internship, featuring optimized Docker images, custom serv…

    CSS

  4. Docker Docker Public

    Hands‑on Docker repository with examples for containerization, image building, networking, and orchestration. Includes practical DevOps workflows, Docker Compose setups, and deployment templates fo…

    TypeScript

  5. Git-GitHub Git-GitHub Public

    A practical cheat sheet and guide covering essential Git commands, submodules, and subtrees, organized for simple learning and quick reference.

  6. Linux Linux Public